Microsoft Azure AI Fundamentals Certification Exam AI-900 Practice Test 1
Q. Which need can be addressed by utilizing sentiment analysis?
Extract brand information from documents.Transcribe the recording of a marketing presentation into text.
Analyze social media for a brand.
Find the use of brand names in documents.
Q. Which two types of data inputs can natural language processing (NLP) workloads handle?
A static BMP fileAn audio stream
A static PNG file
A text document
Q. Which two scenarios are governed by the accountability principle in responsible AI?
Keeping personal details privateMeeting ethical standards
Treating people fairly
Following a governance framework
Q. Which responsible AI principle focuses on reducing bias in a machine learning model?
AccountabilityInclusiveness
Fairness
Transparency
Q. Which responsible AI principle mandates rigorous testing of an AI-based application to mitigate potential risks to human life?
AccountabilityFairness
Inclusiveness
Reliability & safety
Q. Which scenario exemplifies a knowledge mining workload?
Identifying spoken languages in published multilingual audio filesGaining insight into potential liabilities from an unstructured set of contract documents
Identifying commercial brands on published video files
Enabling voice assistant capability in a travel booking app
Q. Which guiding principle is included in Microsoft's approach to responsible AI?
Simplified Identity GovernanceInclusiveness
Reliability & Safety
Secure Adaptive Access
Q. Identify an instance of a computer vision task?
Translating text in real time from Korean to EnglishIdentifying unexpected anomalies in a credit card transactions log
Transcribing speech in real time in a call center telephony
Classifying crops on the images taken by a drone's camera
Q. For each of the following statements, choose Yes if the statement is true, otherwise choose No:
a. Computer vision can be used to transcribe video conference calls.
b. Computer vision can be used to extract printed text from photos.
c. Computer vision can be used to detect the presence of people on a security camera's video stream.
Yes, No, YesNo, Yes, Yes
Yes, Yes, No
Q. For each of the following statements, choose Yes if the statement is true, otherwise choose No:
a. Key phrase extraction performs better on smaller amounts of text.
b. Sentiment analysis performs better on smaller amounts of text.
c. Speech Synthesis Markup Language (SSML) is based on JSON format.
Yes, No, YesNo, Yes, No
Yes, Yes, No
Q. Which responsible AI principle does the HR AI system follow by screening job candidates without considering personal factors like age, gender, ethnicity, or physical abilities?
TransparencyFairness
Inclusiveness
Accountability
Q. Which responsible AI principle focuses on ensuring that you are fully informed about the limitations of AI-based systems?
AccountabilityFairness
Inclusiveness
Transparency
Q. For each of the following statements, choose Yes if the statement is true, otherwise choose No:
a. According to the principle of fairness, AI solutions should treat all people equally.
b. According to the principle of inclusiveness, AI solutions should empower everyone and engage people.
c. According to the principle of accountability, AI solutions should be liable for their actions.
Yes, No, YesNo, No, Yes
Yes, Yes, No
Q. For each of the following statements, choose Yes if the statement is true, otherwise choose No:
a. Inclusiveness indicates that AI systems should bring the benefits of an AI-based solution to all members of society.
b. Inclusiveness makes users aware of the purpose and limitations of an AI-based solution.
c. Inclusiveness is an AI-based solution that has the potential to empower and engage all communities in the world.
Yes, No, YesNo, No, Yes
Yes, Yes, No
Q. Which situation uses computer vision?
Detecting abnormalities in health scans.Translating commands into actions.
Discovering financial system fraud.
Finding relevant information to answer a specific customer question.
Q. What type of Natural Language Processing (NLP) workload is demonstrated when an AI solution analyzes customer feedback and categorizes it as positive, neutral, or negative?
Speech synthesisNamed entity recognition
Sentiment analysis
Speech translation
Q. Match the responsible AI principles to the objective.
Statement: Protect personal information.
FairnessPrivacy & Security
Accountability
Transparency
Q. Match the responsible AI principles to the objective.
Statement: Quantify risk and harm to life.
FairnessPrivacy & Security
Reliability & Safety
Transparency
Q. Match the responsible AI principles to the objective.
Statement: Gain trust from users.
FairnessTransparency
Privacy & Security
Reliability & Safety
Q. Which responsible AI principle is exemplified by a company conducting thorough testing and deployment management of the AI system that drives a driverless taxi solution?
AccountabilityReliability and Safety
Transparency
Inclusiveness
Q. What technology enables interactions between computers and humans using text and speech?
Natural Language Processing (NLP)Computer Vision
Machine Learning
Augmented Reality
Q. Match the responsible AI principles to the objective.
Statement: Applications that interpret visual input from images.
ForecastingComputer Vision
Natural Language Processing
Conversational AI
Q. Match the responsible AI principles to the objective.
Statement: Applications that interpret written text.
ForecastingComputer Vision
Natural Language Processing
Conversational AI
Q. What type of natural language processing solution is demonstrated by incorporating synthesized neural voice into your robotic system?
Key phrase extractionSentiment analysis
Speech to text
Text to speech
Q. Which of the following options best describes a machine learning method used for grouping data points that share similar traits?
ClusteringRegression
Classification
Dimensionality reduction
Q. In which two situations can you utilize the Azure AI Document Intelligence service?
Translate a form from French to English.Extract the invoice number from an invoice.
Identify the retailer from a receipt.
Find the image of the product in a catalogue.
Q. What type of AI workload should the company opt for if they aim to develop a recycling machine capable of automatically recognizing bottles based on their shape and rejecting other items?
Anomaly detectionConversational AI
Natural language processing
Computer vision
Q. How can you recognize an example of a generative AI workload from the following scenarios?
Predicting stock prices based on historical dataGenerating an original new image based on its description
Classifying images into different categories
Recommending products to customers based on their past purchases
Q. Which ethical AI principle does the company demonstrate by providing clear explanations of how its banking AI system operates and the factors it considers when approving mortgage applications?
InclusivenessFairness
Transparency
Accountability
Q. Which two situations exemplify document intelligence workloads?
Extraction of contact details from scanned business cardsTranslation of a document from one language into another
Classification of provided contract files
Generation of Python code for provided functionality description
Q. What is an example of assessing vehicle damage from a photograph?
Image classificationNatural language processing
Anomalies detection
Sentiment Analysis